Simulation Algorithms for Computational Systems Biology (Texts in Theoretical Computer Science. an Eatcs Series)

Marchetti, Luca/ Priami, Corrado/ Thanh, Vo Hong

Springer International Publishing AG（2017/10発売）

Springer International Publishing AG（2017/10発売）

• 製本 Hardcover:ハードカバー版／ページ数 238 p.
• 言語 ENG
• 商品コード 9783319631110
• DDC分類 570.285

Full Description

This book explains the state-of-the-art algorithms used to simulate biological dynamics. Each technique is theoretically introduced and applied to a set of modeling cases. Starting from basic simulation algorithms, the book also introduces more advanced techniques that support delays, diffusion in space, or that are based on hybrid simulation strategies.

This is a valuable self-contained resource for graduate students and practitioners in computer science, biology and bioinformatics. An appendix covers the mathematical background, and the authors include further reading sections in each chapter.

Contents

Introduction.- Deterministic Simulation Algorithms.- Stochastic Simulation Algorithms.- Hybrid Simulation Algorithms.- Reaction-Diffusion Systems.- Conclusions and Perspectives.